The EPO published European patent application EP4515727A1 for Deepsig Inc. on March 25, 2026. The patent covers machine learning methods applied to access networks, with IPC classifications including G06N 3/09, G06N 3/0464, and G06N 3/045 (neural networks and deep learning), and H04L 25/02, H04L 25/03, H04L 27/26 (telecommunications). The designated states cover major European economies including Germany, France, the United Kingdom, Italy, Spain, and the Netherlands.

Technology companies and telecommunications firms developing AI/ML solutions for network infrastructure should review this patent for Freedom to Operate considerations. Patent owners should evaluate filing strategies in national jurisdictions. This publication does not create any compliance obligations or deadlines for third parties.